Tim Raffin

Lehrstuhl für Fertigungsautomatisierung und Produktionssystematik (FAPS)

Quality monitoring in laser welding of rectangular copper wires for traction drives using an optical microphone (2026) Baader M, Giesbert F, Raffin T, Franke J, Risch F Journal article Automatic Multimodal Machine Learning for Quality Prediction of Hairpin Welds (2026) Baader M, Raffin T, Henrich V, Spacke J, Franke J, Risch F Conference contribution Quality Monitoring in Laser Welding of Rectangular Copper Wires for Traction Drives Using a Broadband Process Light Sensor (2025) Baader M, Raffin T, Risch F, Franke J Conference contribution A continual active learning approach to adapt neural networks to distribution shifts in quality monitoring applications (2025) Bauer JC, Trattnig S, Geng P, Raffin T, Daub R Journal article Quality monitoring in laser welding of rectangular copper wires for traction drives using a laser Doppler vibrometer (2025) Baader M, Raffin T, Giesbert F, Franke J Conference contribution The Impact of Digital Transformation on Smart Manufacturing: A Survey Analysis (2025) Preitschaft A, Raffin T, Baader M, Franke J, Kühl A Book chapter / Article in edited volumes The state of artificial intelligence implementation across industries: An international comparative study (2025) Reichenstein T, Reich CS, Koustas SG, Hager N, Raffin T, Eisenbarth C, Zeidler AF, Franke J Conference contribution Quality Monitoring of Hairpin Joints Using Optical Coherence Tomography and Machine Learning (2024) Raffin T, Baader M, Masuch M, Alikarrar M, Franke J Conference contribution Potentials of few-shot learning for quality monitoring in laser welding of hairpin windings (2023) Raffin T, Mayr A, Baader M, Laube N, Kühl A, Franke J Journal article Data-driven quality monitoring of needle winding processes in electric motor production using machine learning techniques (2023) Mayr A, Scheffler F, Fuder R, Raffin T, Kißkalt D, Franke J Conference contribution